M.Tech I Year II Semester (R19)
Fundamentals of Experimentation: Role of experimentation in rapid scientific progress, historical perspective of experimental approaches, Steps in experimentation, principles of experimentation
Simple comparative experiments: Basic concepts of probability & statistics, comparison of two means and two variances, comparison of multiple (more than two) means and ANOVA
Experimental designs: Factorial designs, fractional factorial designs, orthogonal arrays, standard orthogonal arrays and interaction tables, modifying orthogonal arrays, selection of suitable orthogonal array design, analysis of experimental data
Response surface methodology: Concept, linear model, steepest ascent, second order model, regression.
Taguchi’s Parameter Design: Concept of robustness, noise factor, objective function & S/N ratios, inner array& outer array design, data analysis
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